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Jonna Matthiesen's picture
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Jonna Matthiesen

JonnaMat
embedl
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  • JonnaMat
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Recent Activity

new activity 1 day ago
embedl/Edge-Inference-Benchmarks:Qwen3.5-FlashHead
updated a Space 3 days ago
embedl/Edge-Inference-Benchmarks
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Embedl's profile picture

upvoted 4 collections about 2 months ago

NVIDIA Jetson Orin Nano

Collection
Ultra-efficient model variants optimized for Jetson Orin Nano. Designed for constrained edge environments requiring low memory footprint. โ€ข 4 items โ€ข Updated 14 days ago โ€ข 3

NVIDIA Jetson AGX Orin

Collection
Models optimized and bench-marked for NVIDIA Jetson AGX Orin. Memory-efficient and latency-optimized variants designed for real-time edge inference. โ€ข 4 items โ€ข Updated 14 days ago โ€ข 2

EdgeN

Collection
Quantization strategy where most weights are converted to INT4, activations remain in FP16, and sensitive layers are preserved in FP16. โ€ข 3 items โ€ข Updated 8 days ago โ€ข 1

FlashHead

Collection
Efficient Drop-In Replacement for the Classification Head in Language Model Inference. https://github.com/embedl/flash-head โ€ข 18 items โ€ข Updated 8 days ago โ€ข 2
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